We employ the Joint Light-curve Analysis (JLA) supernova sample [1]},Although the Pantheon sample [2]} is available now, fitting results won't be too much different if we use the old data. so the distance modulus is assumed as the following formula
\(\mu _{obs}=m_B-(M_B-a X_1+b c),\) 
